Analysis Code for "Not All Entropy Is Equal"

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Authors: edmondsvic, victoredmonds
Cited by: 0

Abstract

Analysis code supporting the manuscript “Not All Entropy Is Equal: Why Representation Matters for Biological Interpretation in Dementia EEG.” The software analyzes entropy, complexity, and spectral properties of EEG recordings from CAUEEG and OpenNeuro ds004504. It includes preprocessing, statistical comparisons, sensitivity analyses, controlled-signal simulations, and figure generation. The archive includes software dependency specifications, computational protocols, tests, and aggregate reference results for checking reproducibility. Source EEG recordings must be obtained separately from the dataset providers.

Fields of Study & Subjects

Complex Systems and Time Series Analysis Statistical Mechanics and Entropy Time Series Analysis and Forecasting

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
26 February 2026
Language
EN